Overview
Brought to you by YData
Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 134323 |
| Missing cells | 384881 |
| Missing cells (%) | 13.6% |
| Duplicate rows | 1 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 21.5 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 8 |
|---|---|
| Categorical | 8 |
| Text | 5 |
| Dataset has 1 (< 0.1%) duplicate rows | Duplicates |
batsman_runs is highly overall correlated with total_runs | High correlation |
bye_runs is highly overall correlated with dismissal_kind | High correlation |
dismissal_kind is highly overall correlated with bye_runs and 1 other fields | High correlation |
extra_runs is highly overall correlated with legbye_runs and 2 other fields | High correlation |
inning is highly overall correlated with is_super_over | High correlation |
is_super_over is highly overall correlated with inning | High correlation |
legbye_runs is highly overall correlated with extra_runs | High correlation |
penalty_runs is highly overall correlated with dismissal_kind and 1 other fields | High correlation |
total_runs is highly overall correlated with batsman_runs | High correlation |
wide_runs is highly overall correlated with extra_runs | High correlation |
is_super_over is highly imbalanced (99.3%) | Imbalance |
bye_runs is highly imbalanced (98.7%) | Imbalance |
noball_runs is highly imbalanced (98.3%) | Imbalance |
penalty_runs is highly imbalanced (> 99.9%) | Imbalance |
player_dismissed has 127664 (95.0%) missing values | Missing |
dismissal_kind has 127664 (95.0%) missing values | Missing |
fielder has 129543 (96.4%) missing values | Missing |
wide_runs has 130254 (97.0%) zeros | Zeros |
legbye_runs has 131967 (98.2%) zeros | Zeros |
batsman_runs has 55004 (40.9%) zeros | Zeros |
extra_runs has 126959 (94.5%) zeros | Zeros |
total_runs has 47961 (35.7%) zeros | Zeros |
Reproduction
| Analysis started | 2025-04-18 20:20:35.266578 |
|---|---|
| Analysis finished | 2025-04-18 20:20:52.582800 |
| Duration | 17.32 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
match_id
Real number (ℝ)
| Distinct | 567 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 284.18246 |
| Minimum | 1 |
|---|---|
| Maximum | 567 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 29 |
| Q1 | 144 |
| median | 284 |
| Q3 | 425 |
| 95-th percentile | 538 |
| Maximum | 567 |
| Range | 566 |
| Interquartile range (IQR) | 281 |
Descriptive statistics
| Standard deviation | 163.11233 |
|---|---|
| Coefficient of variation (CV) | 0.57397043 |
| Kurtosis | -1.1960422 |
| Mean | 284.18246 |
| Median Absolute Deviation (MAD) | 140 |
| Skewness | -0.0063084121 |
| Sum | 38172241 |
| Variance | 26605.633 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 126 | 267 | 0.2% |
| 34 | 263 | 0.2% |
| 534 | 262 | 0.2% |
| 476 | 262 | 0.2% |
| 388 | 261 | 0.2% |
| 190 | 259 | 0.2% |
| 401 | 258 | 0.2% |
| 536 | 258 | 0.2% |
| 257 | 257 | 0.2% |
| 211 | 257 | 0.2% |
| Other values (557) | 131719 |
| Value | Count | Frequency (%) |
| 1 | 248 | |
| 2 | 247 | |
| 3 | 218 | |
| 4 | 247 | |
| 5 | 248 | |
| 6 | 216 | |
| 7 | 254 | |
| 8 | 212 | |
| 9 | 226 | |
| 10 | 239 |
| Value | Count | Frequency (%) |
| 567 | 134 | |
| 566 | 126 | |
| 565 | 220 | |
| 564 | 248 | |
| 563 | 247 | |
| 562 | 248 | |
| 561 | 244 | |
| 560 | 246 | |
| 559 | 239 | |
| 558 | 247 |
inning
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 43 |
| 4 | 38 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 69592 | |
| 2 | 64650 | |
| 3 | 43 | < 0.1% |
| 4 | 38 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 69592 | |
| 2 | 64650 | |
| 3 | 43 | < 0.1% |
| 4 | 38 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 69592 | |
| 2 | 64650 | |
| 3 | 43 | < 0.1% |
| 4 | 38 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 134323 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 69592 | |
| 2 | 64650 | |
| 3 | 43 | < 0.1% |
| 4 | 38 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 134323 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 69592 | |
| 2 | 64650 | |
| 3 | 43 | < 0.1% |
| 4 | 38 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 134323 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 69592 | |
| 2 | 64650 | |
| 3 | 43 | < 0.1% |
| 4 | 38 | < 0.1% |
batting_team
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| Mumbai Indians | |
|---|---|
| Kings XI Punjab | |
| Royal Challengers Bangalore | |
| Delhi Daredevils | |
| Chennai Super Kings | |
| Other values (8) |
Length
| Max length | 27 |
|---|---|
| Median length | 21 |
| Mean length | 17.865347 |
| Min length | 13 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sunrisers Hyderabad |
|---|---|
| 2nd row | Sunrisers Hyderabad |
| 3rd row | Sunrisers Hyderabad |
| 4th row | Sunrisers Hyderabad |
| 5th row | Sunrisers Hyderabad |
Common Values
| Value | Count | Frequency (%) |
| Mumbai Indians | 16931 | |
| Kings XI Punjab | 15810 | |
| Royal Challengers Bangalore | 15470 | |
| Delhi Daredevils | 15417 | |
| Chennai Super Kings | 15282 | |
| Kolkata Knight Riders | 15277 | |
| Rajasthan Royals | 13672 | |
| Deccan Chargers | 9034 | |
| Sunrisers Hyderabad | 6830 | |
| Pune Warriors | 5443 | 4.1% |
| Other values (3) | 5157 | 3.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| kings | 31092 | 9.3% |
| mumbai | 16931 | 5.1% |
| indians | 16931 | 5.1% |
| xi | 15810 | 4.7% |
| punjab | 15810 | 4.7% |
| royal | 15470 | 4.6% |
| challengers | 15470 | 4.6% |
| bangalore | 15470 | 4.6% |
| delhi | 15417 | 4.6% |
| daredevils | 15417 | 4.6% |
| Other values (20) | 160149 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 273078 | 11.4% |
| n | 199899 | 8.3% |
| 199644 | 8.3% | |
| e | 182637 | 7.6% |
| i | 162854 | 6.8% |
| s | 156407 | 6.5% |
| r | 138542 | 5.8% |
| l | 123245 | 5.1% |
| g | 90143 | 3.8% |
| h | 85734 | 3.6% |
| Other values (27) | 787544 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1850306 | |
| Uppercase Letter | 349777 | 14.6% |
| Space Separator | 199644 | 8.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 273078 | |
| n | 199899 | |
| e | 182637 | |
| i | 162854 | |
| s | 156407 | |
| r | 138542 | 7.5% |
| l | 123245 | 6.7% |
| g | 90143 | 4.9% |
| h | 85734 | 4.6% |
| o | 68589 | 3.7% |
| Other values (11) | 369178 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 64810 | |
| R | 59991 | |
| D | 39868 | |
| C | 39786 | |
| I | 32741 | |
| S | 24012 | 6.9% |
| P | 23153 | 6.6% |
| M | 16931 | 4.8% |
| X | 15810 | 4.5% |
| B | 15470 | 4.4% |
| Other values (5) | 17205 | 4.9% |
Space Separator
| Value | Count | Frequency (%) |
| 199644 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2200083 | |
| Common | 199644 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 273078 | 12.4% |
| n | 199899 | 9.1% |
| e | 182637 | 8.3% |
| i | 162854 | 7.4% |
| s | 156407 | 7.1% |
| r | 138542 | 6.3% |
| l | 123245 | 5.6% |
| g | 90143 | 4.1% |
| h | 85734 | 3.9% |
| o | 68589 | 3.1% |
| Other values (26) | 718955 |
Common
| Value | Count | Frequency (%) |
| 199644 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2399727 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 273078 | 11.4% |
| n | 199899 | 8.3% |
| 199644 | 8.3% | |
| e | 182637 | 7.6% |
| i | 162854 | 6.8% |
| s | 156407 | 6.5% |
| r | 138542 | 5.8% |
| l | 123245 | 5.1% |
| g | 90143 | 3.8% |
| h | 85734 | 3.6% |
| Other values (27) | 787544 |
bowling_team
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
| Mumbai Indians | |
|---|---|
| Kings XI Punjab | |
| Royal Challengers Bangalore | |
| Kolkata Knight Riders | |
| Delhi Daredevils | |
| Other values (8) |
Length
| Max length | 27 |
|---|---|
| Median length | 21 |
| Mean length | 17.881807 |
| Min length | 13 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Royal Challengers Bangalore |
|---|---|
| 2nd row | Royal Challengers Bangalore |
| 3rd row | Royal Challengers Bangalore |
| 4th row | Royal Challengers Bangalore |
| 5th row | Royal Challengers Bangalore |
Common Values
| Value | Count | Frequency (%) |
| Mumbai Indians | 16735 | |
| Kings XI Punjab | 15667 | |
| Royal Challengers Bangalore | 15552 | |
| Kolkata Knight Riders | 15535 | |
| Delhi Daredevils | 15482 | |
| Chennai Super Kings | 15064 | |
| Rajasthan Royals | 13852 | |
| Deccan Chargers | 9039 | |
| Sunrisers Hyderabad | 6758 | |
| Pune Warriors | 5457 | 4.1% |
| Other values (3) | 5182 | 3.9% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| kings | 30731 | 9.2% |
| mumbai | 16735 | 5.0% |
| indians | 16735 | 5.0% |
| xi | 15667 | 4.7% |
| punjab | 15667 | 4.7% |
| royal | 15552 | 4.7% |
| challengers | 15552 | 4.7% |
| bangalore | 15552 | 4.7% |
| kolkata | 15535 | 4.7% |
| knight | 15535 | 4.7% |
| Other values (20) | 160745 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 273856 | 11.4% |
| 199683 | 8.3% | |
| n | 199165 | 8.3% |
| e | 182900 | 7.6% |
| i | 162552 | 6.8% |
| s | 156547 | 6.5% |
| r | 138704 | 5.8% |
| l | 124173 | 5.2% |
| g | 90265 | 3.8% |
| h | 86138 | 3.6% |
| Other values (27) | 787955 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1852582 | |
| Uppercase Letter | 349673 | 14.6% |
| Space Separator | 199683 | 8.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 273856 | |
| n | 199165 | |
| e | 182900 | |
| i | 162552 | |
| s | 156547 | |
| r | 138704 | 7.5% |
| l | 124173 | 6.7% |
| g | 90265 | 4.9% |
| h | 86138 | 4.6% |
| o | 69202 | 3.7% |
| Other values (11) | 369080 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 65029 | |
| R | 60719 | |
| D | 40003 | |
| C | 39655 | |
| I | 32402 | |
| S | 23750 | 6.8% |
| P | 23052 | 6.6% |
| M | 16735 | 4.8% |
| X | 15667 | 4.5% |
| B | 15552 | 4.4% |
| Other values (5) | 17109 | 4.9% |
Space Separator
| Value | Count | Frequency (%) |
| 199683 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2202255 | |
| Common | 199683 | 8.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 273856 | 12.4% |
| n | 199165 | 9.0% |
| e | 182900 | 8.3% |
| i | 162552 | 7.4% |
| s | 156547 | 7.1% |
| r | 138704 | 6.3% |
| l | 124173 | 5.6% |
| g | 90265 | 4.1% |
| h | 86138 | 3.9% |
| o | 69202 | 3.1% |
| Other values (26) | 718753 |
Common
| Value | Count | Frequency (%) |
| 199683 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2401938 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 273856 | 11.4% |
| 199683 | 8.3% | |
| n | 199165 | 8.3% |
| e | 182900 | 7.6% |
| i | 162552 | 6.8% |
| s | 156547 | 6.5% |
| r | 138704 | 5.8% |
| l | 124173 | 5.2% |
| g | 90265 | 3.8% |
| h | 86138 | 3.6% |
| Other values (27) | 787955 |
over
Real number (ℝ)
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.149409 |
| Minimum | 1 |
|---|---|
| Maximum | 20 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 19 |
| Maximum | 20 |
| Range | 19 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 5.6780903 |
|---|---|
| Coefficient of variation (CV) | 0.55945036 |
| Kurtosis | -1.1820232 |
| Mean | 10.149409 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.052481239 |
| Sum | 1363299 |
| Variance | 32.240709 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 1 | 7235 | 5.4% |
| 2 | 7148 | 5.3% |
| 3 | 7079 | 5.3% |
| 4 | 7044 | 5.2% |
| 5 | 7019 | 5.2% |
| 6 | 7012 | 5.2% |
| 7 | 6979 | 5.2% |
| 8 | 6962 | 5.2% |
| 9 | 6923 | 5.2% |
| 10 | 6883 | 5.1% |
| Other values (10) | 64039 |
| Value | Count | Frequency (%) |
| 1 | 7235 | |
| 2 | 7148 | |
| 3 | 7079 | |
| 4 | 7044 | |
| 5 | 7019 | |
| 6 | 7012 | |
| 7 | 6979 | |
| 8 | 6962 | |
| 9 | 6923 | |
| 10 | 6883 |
| Value | Count | Frequency (%) |
| 20 | 5086 | |
| 19 | 5876 | |
| 18 | 6224 | |
| 17 | 6454 | |
| 16 | 6548 | |
| 15 | 6664 | |
| 14 | 6726 | |
| 13 | 6803 | |
| 12 | 6819 | |
| 11 | 6839 |
ball
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6161566 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.8072959 |
|---|---|
| Coefficient of variation (CV) | 0.49978363 |
| Kurtosis | -1.083561 |
| Mean | 3.6161566 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.09612598 |
| Sum | 485733 |
| Variance | 3.2663184 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 1 | 21781 | |
| 2 | 21723 | |
| 3 | 21660 | |
| 4 | 21608 | |
| 5 | 21537 | |
| 6 | 21464 | |
| 7 | 3865 | 2.9% |
| 8 | 595 | 0.4% |
| 9 | 90 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 21781 | |
| 2 | 21723 | |
| 3 | 21660 | |
| 4 | 21608 | |
| 5 | 21537 | |
| 6 | 21464 | |
| 7 | 3865 | 2.9% |
| 8 | 595 | 0.4% |
| 9 | 90 | 0.1% |
| Value | Count | Frequency (%) |
| 9 | 90 | 0.1% |
| 8 | 595 | 0.4% |
| 7 | 3865 | 2.9% |
| 6 | 21464 | |
| 5 | 21537 | |
| 4 | 21608 | |
| 3 | 21660 | |
| 2 | 21723 | |
| 1 | 21781 |
batsman
Text
| Distinct | 449 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 9.4154389 |
| Min length | 5 |
Unique
| Unique | 11 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | DA Warner |
|---|---|
| 2nd row | DA Warner |
| 3rd row | DA Warner |
| 4th row | DA Warner |
| 5th row | DA Warner |
| Value | Count | Frequency (%) |
| s | 4780 | 1.7% |
| v | 4702 | 1.7% |
| singh | 3821 | 1.4% |
| sr | 3791 | 1.4% |
| sharma | 3513 | 1.3% |
| m | 3467 | 1.3% |
| r | 3349 | 1.2% |
| smith | 3329 | 1.2% |
| da | 3267 | 1.2% |
| sk | 3248 | 1.2% |
| Other values (626) | 236993 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 140994 | 11.1% |
| 139937 | 11.1% | |
| i | 61602 | 4.9% |
| h | 58098 | 4.6% |
| r | 56602 | 4.5% |
| n | 56570 | 4.5% |
| e | 51277 | 4.1% |
| S | 49974 | 4.0% |
| l | 46137 | 3.6% |
| M | 35190 | 2.8% |
| Other values (44) | 568329 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 737712 | |
| Uppercase Letter | 386858 | |
| Space Separator | 139937 | 11.1% |
| Dash Punctuation | 203 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 140994 | |
| i | 61602 | 8.4% |
| h | 58098 | 7.9% |
| r | 56602 | 7.7% |
| n | 56570 | 7.7% |
| e | 51277 | 7.0% |
| l | 46137 | 6.3% |
| s | 33111 | 4.5% |
| t | 27024 | 3.7% |
| o | 26854 | 3.6% |
| Other values (16) | 179443 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 49974 | |
| M | 35190 | 9.1% |
| R | 31486 | 8.1% |
| A | 30015 | 7.8% |
| K | 29222 | 7.6% |
| D | 27818 | 7.2% |
| P | 25326 | 6.5% |
| J | 19993 | 5.2% |
| G | 19253 | 5.0% |
| V | 17603 | 4.6% |
| Other values (16) | 100978 |
Space Separator
| Value | Count | Frequency (%) |
| 139937 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 203 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1124570 | |
| Common | 140140 | 11.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 140994 | 12.5% |
| i | 61602 | 5.5% |
| h | 58098 | 5.2% |
| r | 56602 | 5.0% |
| n | 56570 | 5.0% |
| e | 51277 | 4.6% |
| S | 49974 | 4.4% |
| l | 46137 | 4.1% |
| M | 35190 | 3.1% |
| s | 33111 | 2.9% |
| Other values (42) | 535015 |
Common
| Value | Count | Frequency (%) |
| 139937 | ||
| - | 203 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1264710 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 140994 | 11.1% |
| 139937 | 11.1% | |
| i | 61602 | 4.9% |
| h | 58098 | 4.6% |
| r | 56602 | 4.5% |
| n | 56570 | 4.5% |
| e | 51277 | 4.1% |
| S | 49974 | 4.0% |
| l | 46137 | 3.6% |
| M | 35190 | 2.8% |
| Other values (44) | 568329 |
non_striker
Text
| Distinct | 447 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.0 MiB |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 9.4171214 |
| Min length | 2 |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | S Dhawan |
|---|---|
| 2nd row | S Dhawan |
| 3rd row | S Dhawan |
| 4th row | S Dhawan |
| 5th row | S Dhawan |
| Value | Count | Frequency (%) |
| s | 4826 | 1.8% |
| v | 4629 | 1.7% |
| sr | 4056 | 1.5% |
| singh | 3627 | 1.3% |
| m | 3577 | 1.3% |
| sharma | 3574 | 1.3% |
| r | 3343 | 1.2% |
| sk | 3247 | 1.2% |
| mk | 3236 | 1.2% |
| g | 3169 | 1.2% |
| Other values (625) | 236947 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 141742 | 11.2% |
| 139909 | 11.1% | |
| i | 61354 | 4.9% |
| h | 57725 | 4.6% |
| n | 56738 | 4.5% |
| r | 56624 | 4.5% |
| e | 52095 | 4.1% |
| S | 49720 | 3.9% |
| l | 45535 | 3.6% |
| M | 35623 | 2.8% |
| Other values (44) | 567871 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 737684 | |
| Uppercase Letter | 387128 | |
| Space Separator | 139909 | 11.1% |
| Dash Punctuation | 215 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 141742 | |
| i | 61354 | 8.3% |
| h | 57725 | 7.8% |
| n | 56738 | 7.7% |
| r | 56624 | 7.7% |
| e | 52095 | 7.1% |
| l | 45535 | 6.2% |
| s | 33024 | 4.5% |
| u | 26733 | 3.6% |
| y | 26648 | 3.6% |
| Other values (16) | 179466 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 49720 | |
| M | 35623 | 9.2% |
| R | 31869 | 8.2% |
| A | 30066 | 7.8% |
| K | 29002 | 7.5% |
| D | 27382 | 7.1% |
| P | 25104 | 6.5% |
| J | 19997 | 5.2% |
| G | 19478 | 5.0% |
| V | 17642 | 4.6% |
| Other values (16) | 101245 |
Space Separator
| Value | Count | Frequency (%) |
| 139909 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 215 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1124812 | |
| Common | 140124 | 11.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 141742 | 12.6% |
| i | 61354 | 5.5% |
| h | 57725 | 5.1% |
| n | 56738 | 5.0% |
| r | 56624 | 5.0% |
| e | 52095 | 4.6% |
| S | 49720 | 4.4% |
| l | 45535 | 4.0% |
| M | 35623 | 3.2% |
| s | 33024 | 2.9% |
| Other values (42) | 534632 |
Common
| Value | Count | Frequency (%) |
| 139909 | ||
| - | 215 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1264936 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 141742 | 11.2% |
| 139909 | 11.1% | |
| i | 61354 | 4.9% |
| h | 57725 | 4.6% |
| n | 56738 | 4.5% |
| r | 56624 | 4.5% |
| e | 52095 | 4.1% |
| S | 49720 | 3.9% |
| l | 45535 | 3.6% |
| M | 35623 | 2.8% |
| Other values (44) | 567871 |
bowler
Text
| Distinct | 347 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.0 MiB |
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 9.4429059 |
| Min length | 5 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | TS Mills |
|---|---|
| 2nd row | TS Mills |
| 3rd row | TS Mills |
| 4th row | TS Mills |
| 5th row | TS Mills |
| Value | Count | Frequency (%) |
| singh | 8041 | 2.9% |
| r | 7911 | 2.9% |
| a | 7292 | 2.7% |
| sharma | 6980 | 2.5% |
| kumar | 5957 | 2.2% |
| m | 4618 | 1.7% |
| pp | 4316 | 1.6% |
| s | 4153 | 1.5% |
| p | 3994 | 1.5% |
| sk | 3616 | 1.3% |
| Other values (505) | 216884 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 160272 | 12.6% |
| 139440 | 11.0% | |
| n | 69226 | 5.5% |
| r | 67262 | 5.3% |
| h | 61754 | 4.9% |
| i | 56653 | 4.5% |
| e | 54444 | 4.3% |
| S | 49820 | 3.9% |
| l | 42484 | 3.3% |
| M | 35276 | 2.8% |
| Other values (45) | 531759 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 767604 | |
| Uppercase Letter | 360778 | |
| Space Separator | 139440 | 11.0% |
| Dash Punctuation | 493 | < 0.1% |
| Open Punctuation | 25 | < 0.1% |
| Decimal Number | 25 | < 0.1% |
| Close Punctuation | 25 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 160272 | |
| n | 69226 | |
| r | 67262 | |
| h | 61754 | 8.0% |
| i | 56653 | 7.4% |
| e | 54444 | 7.1% |
| l | 42484 | 5.5% |
| t | 30636 | 4.0% |
| o | 29626 | 3.9% |
| m | 27371 | 3.6% |
| Other values (16) | 167876 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 49820 | |
| M | 35276 | |
| P | 33168 | 9.2% |
| A | 31935 | 8.9% |
| K | 27158 | 7.5% |
| R | 24757 | 6.9% |
| J | 22539 | 6.2% |
| B | 18349 | 5.1% |
| D | 17399 | 4.8% |
| C | 12599 | 3.5% |
| Other values (14) | 87778 |
Space Separator
| Value | Count | Frequency (%) |
| 139440 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 493 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 25 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 25 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 25 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1128382 | |
| Common | 140008 | 11.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 160272 | 14.2% |
| n | 69226 | 6.1% |
| r | 67262 | 6.0% |
| h | 61754 | 5.5% |
| i | 56653 | 5.0% |
| e | 54444 | 4.8% |
| S | 49820 | 4.4% |
| l | 42484 | 3.8% |
| M | 35276 | 3.1% |
| P | 33168 | 2.9% |
| Other values (40) | 498023 |
Common
| Value | Count | Frequency (%) |
| 139440 | ||
| - | 493 | 0.4% |
| ( | 25 | < 0.1% |
| 2 | 25 | < 0.1% |
| ) | 25 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1268390 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 160272 | 12.6% |
| 139440 | 11.0% | |
| n | 69226 | 5.5% |
| r | 67262 | 5.3% |
| h | 61754 | 4.9% |
| i | 56653 | 4.5% |
| e | 54444 | 4.3% |
| S | 49820 | 3.9% |
| l | 42484 | 3.3% |
| M | 35276 | 2.8% |
| Other values (45) | 531759 |
is_super_over
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.0 MiB |
| 0.0 | |
|---|---|
| 1.0 | 81 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 134241 | |
| 1.0 | 81 | 0.1% |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 134241 | |
| 1.0 | 81 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 268563 | |
| . | 134322 | |
| 1 | 81 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 268644 | |
| Other Punctuation | 134322 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 268563 | |
| 1 | 81 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 134322 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 402966 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 268563 | |
| . | 134322 | |
| 1 | 81 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 402966 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 268563 | |
| . | 134322 | |
| 1 | 81 | < 0.1% |
wide_runs
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.037343101 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 130254 |
| Zeros (%) | 97.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.25657844 |
|---|---|
| Coefficient of variation (CV) | 6.8708393 |
| Kurtosis | 189.51027 |
| Mean | 0.037343101 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.677653 |
| Sum | 5016 |
| Variance | 0.065832498 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 130254 | |
| 1 | 3668 | 2.7% |
| 2 | 194 | 0.1% |
| 5 | 169 | 0.1% |
| 3 | 33 | < 0.1% |
| 4 | 4 | < 0.1% |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 130254 | |
| 1 | 3668 | 2.7% |
| 2 | 194 | 0.1% |
| 3 | 33 | < 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 169 | 0.1% |
| Value | Count | Frequency (%) |
| 5 | 169 | 0.1% |
| 4 | 4 | < 0.1% |
| 3 | 33 | < 0.1% |
| 2 | 194 | 0.1% |
| 1 | 3668 | 2.7% |
| 0 | 130254 |
bye_runs
Categorical
High correlation Imbalance
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.0 MiB |
| 0.0 | |
|---|---|
| 1.0 | 263 |
| 4.0 | 89 |
| 2.0 | 26 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 133943 | |
| 1.0 | 263 | 0.2% |
| 4.0 | 89 | 0.1% |
| 2.0 | 26 | < 0.1% |
| 3.0 | 1 | < 0.1% |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 133943 | |
| 1.0 | 263 | 0.2% |
| 4.0 | 89 | 0.1% |
| 2.0 | 26 | < 0.1% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 268265 | |
| . | 134322 | |
| 1 | 263 | 0.1% |
| 4 | 89 | < 0.1% |
| 2 | 26 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 268644 | |
| Other Punctuation | 134322 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 268265 | |
| 1 | 263 | 0.1% |
| 4 | 89 | < 0.1% |
| 2 | 26 | < 0.1% |
| 3 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 134322 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 402966 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 268265 | |
| . | 134322 | |
| 1 | 263 | 0.1% |
| 4 | 89 | < 0.1% |
| 2 | 26 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 402966 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 268265 | |
| . | 134322 | |
| 1 | 263 | 0.1% |
| 4 | 89 | < 0.1% |
| 2 | 26 | < 0.1% |
| 3 | 1 | < 0.1% |
legbye_runs
Real number (ℝ)
High correlation Zeros
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.022728965 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 131967 |
| Zeros (%) | 98.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.20297019 |
|---|---|
| Coefficient of variation (CV) | 8.9300235 |
| Kurtosis | 225.52545 |
| Mean | 0.022728965 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.31632 |
| Sum | 3053 |
| Variance | 0.041196898 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 131967 | |
| 1 | 2043 | 1.5% |
| 4 | 179 | 0.1% |
| 2 | 113 | 0.1% |
| 3 | 16 | < 0.1% |
| 5 | 4 | < 0.1% |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 131967 | |
| 1 | 2043 | 1.5% |
| 2 | 113 | 0.1% |
| 3 | 16 | < 0.1% |
| 4 | 179 | 0.1% |
| 5 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 5 | 4 | < 0.1% |
| 4 | 179 | 0.1% |
| 3 | 16 | < 0.1% |
| 2 | 113 | 0.1% |
| 1 | 2043 | 1.5% |
| 0 | 131967 |
noball_runs
Categorical
Imbalance
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.0 MiB |
| 0.0 | |
|---|---|
| 1.0 | 546 |
| 2.0 | 9 |
| 5.0 | 4 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 133762 | |
| 1.0 | 546 | 0.4% |
| 2.0 | 9 | < 0.1% |
| 5.0 | 4 | < 0.1% |
| 3.0 | 1 | < 0.1% |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 133762 | |
| 1.0 | 546 | 0.4% |
| 2.0 | 9 | < 0.1% |
| 5.0 | 4 | < 0.1% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 268084 | |
| . | 134322 | |
| 1 | 546 | 0.1% |
| 2 | 9 | < 0.1% |
| 5 | 4 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 268644 | |
| Other Punctuation | 134322 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 268084 | |
| 1 | 546 | 0.2% |
| 2 | 9 | < 0.1% |
| 5 | 4 | < 0.1% |
| 3 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 134322 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 402966 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 268084 | |
| . | 134322 | |
| 1 | 546 | 0.1% |
| 2 | 9 | < 0.1% |
| 5 | 4 | < 0.1% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 402966 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 268084 | |
| . | 134322 | |
| 1 | 546 | 0.1% |
| 2 | 9 | < 0.1% |
| 5 | 4 | < 0.1% |
| 3 | 1 | < 0.1% |
penalty_runs
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.0 MiB |
| 0.0 | |
|---|---|
| 5.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 134320 | |
| 5.0 | 2 | < 0.1% |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 134320 | |
| 5.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 268642 | |
| . | 134322 | |
| 5 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 268644 | |
| Other Punctuation | 134322 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 268642 | |
| 5 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 134322 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 402966 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 268642 | |
| . | 134322 | |
| 5 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 402966 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 268642 | |
| . | 134322 | |
| 5 | 2 | < 0.1% |
batsman_runs
Real number (ℝ)
High correlation Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2163681 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 55004 |
| Zeros (%) | 40.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.5930634 |
|---|---|
| Coefficient of variation (CV) | 1.3096886 |
| Kurtosis | 1.7122981 |
| Mean | 1.2163681 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.6017378 |
| Sum | 163385 |
| Variance | 2.5378511 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 55004 | |
| 1 | 49305 | |
| 4 | 15165 | 11.3% |
| 2 | 8561 | 6.4% |
| 6 | 5785 | 4.3% |
| 3 | 461 | 0.3% |
| 5 | 41 | < 0.1% |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 55004 | |
| 1 | 49305 | |
| 2 | 8561 | 6.4% |
| 3 | 461 | 0.3% |
| 4 | 15165 | 11.3% |
| 5 | 41 | < 0.1% |
| 6 | 5785 | 4.3% |
| Value | Count | Frequency (%) |
| 6 | 5785 | 4.3% |
| 5 | 41 | < 0.1% |
| 4 | 15165 | 11.3% |
| 3 | 461 | 0.3% |
| 2 | 8561 | 6.4% |
| 1 | 49305 | |
| 0 | 55004 |
extra_runs
Real number (ℝ)
High correlation Zeros
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.069534402 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 126959 |
| Zeros (%) | 94.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.35095829 |
|---|---|
| Coefficient of variation (CV) | 5.0472612 |
| Kurtosis | 88.179055 |
| Mean | 0.069534402 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.1168916 |
| Sum | 9340 |
| Variance | 0.12317172 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 126959 | |
| 1 | 6520 | 4.9% |
| 2 | 341 | 0.3% |
| 4 | 272 | 0.2% |
| 5 | 178 | 0.1% |
| 3 | 51 | < 0.1% |
| 7 | 1 | < 0.1% |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 126959 | |
| 1 | 6520 | 4.9% |
| 2 | 341 | 0.3% |
| 3 | 51 | < 0.1% |
| 4 | 272 | 0.2% |
| 5 | 178 | 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 5 | 178 | 0.1% |
| 4 | 272 | 0.2% |
| 3 | 51 | < 0.1% |
| 2 | 341 | 0.3% |
| 1 | 6520 | 4.9% |
| 0 | 126959 |
total_runs
Real number (ℝ)
High correlation Zeros
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2859025 |
| Minimum | 0 |
|---|---|
| Maximum | 7 |
| Zeros | 47961 |
| Zeros (%) | 35.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.5820026 |
|---|---|
| Coefficient of variation (CV) | 1.2302663 |
| Kurtosis | 1.6421943 |
| Mean | 1.2859025 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.567966 |
| Sum | 172725 |
| Variance | 2.5027321 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 1 | 55317 | |
| 0 | 47961 | |
| 4 | 15370 | 11.4% |
| 2 | 9061 | 6.7% |
| 6 | 5749 | 4.3% |
| 3 | 541 | 0.4% |
| 5 | 286 | 0.2% |
| 7 | 37 | < 0.1% |
| (Missing) | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 47961 | |
| 1 | 55317 | |
| 2 | 9061 | 6.7% |
| 3 | 541 | 0.4% |
| 4 | 15370 | 11.4% |
| 5 | 286 | 0.2% |
| 6 | 5749 | 4.3% |
| 7 | 37 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 37 | < 0.1% |
| 6 | 5749 | 4.3% |
| 5 | 286 | 0.2% |
| 4 | 15370 | 11.4% |
| 3 | 541 | 0.4% |
| 2 | 9061 | 6.7% |
| 1 | 55317 | |
| 0 | 47961 |
player_dismissed
Text
Missing
| Distinct | 425 |
|---|---|
| Distinct (%) | 6.4% |
| Missing | 127664 |
| Missing (%) | 95.0% |
| Memory size | 1.0 MiB |
Length
| Max length | 20 |
|---|---|
| Median length | 17 |
| Mean length | 9.4488662 |
| Min length | 5 |
Unique
| Unique | 75 ? |
|---|---|
| Unique (%) | 1.1% |
Sample
| 1st row | DA Warner |
|---|---|
| 2nd row | S Dhawan |
| 3rd row | MC Henriques |
| 4th row | Yuvraj Singh |
| 5th row | Mandeep Singh |
| Value | Count | Frequency (%) |
| singh | 257 | 1.9% |
| s | 218 | 1.6% |
| r | 206 | 1.5% |
| v | 206 | 1.5% |
| m | 189 | 1.4% |
| sharma | 185 | 1.4% |
| pathan | 146 | 1.1% |
| sk | 144 | 1.1% |
| sr | 140 | 1.0% |
| ms | 135 | 1.0% |
| Other values (594) | 11787 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 7212 | 11.5% |
| 6954 | 11.1% | |
| i | 3041 | 4.8% |
| h | 3006 | 4.8% |
| r | 2864 | 4.6% |
| n | 2840 | 4.5% |
| e | 2539 | 4.0% |
| S | 2445 | 3.9% |
| l | 2183 | 3.5% |
| M | 1730 | 2.7% |
| Other values (44) | 28106 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 36951 | |
| Uppercase Letter | 18993 | |
| Space Separator | 6954 | 11.1% |
| Dash Punctuation | 22 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 7212 | |
| i | 3041 | 8.2% |
| h | 3006 | 8.1% |
| r | 2864 | 7.8% |
| n | 2840 | 7.7% |
| e | 2539 | 6.9% |
| l | 2183 | 5.9% |
| s | 1526 | 4.1% |
| t | 1410 | 3.8% |
| o | 1353 | 3.7% |
| Other values (16) | 8977 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 2445 | |
| M | 1730 | 9.1% |
| A | 1557 | 8.2% |
| R | 1539 | 8.1% |
| K | 1409 | 7.4% |
| P | 1336 | 7.0% |
| D | 1253 | 6.6% |
| J | 1008 | 5.3% |
| V | 865 | 4.6% |
| G | 857 | 4.5% |
| Other values (16) | 4994 |
Space Separator
| Value | Count | Frequency (%) |
| 6954 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 22 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 55944 | |
| Common | 6976 | 11.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 7212 | 12.9% |
| i | 3041 | 5.4% |
| h | 3006 | 5.4% |
| r | 2864 | 5.1% |
| n | 2840 | 5.1% |
| e | 2539 | 4.5% |
| S | 2445 | 4.4% |
| l | 2183 | 3.9% |
| M | 1730 | 3.1% |
| A | 1557 | 2.8% |
| Other values (42) | 26527 |
Common
| Value | Count | Frequency (%) |
| 6954 | ||
| - | 22 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 62920 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 7212 | 11.5% |
| 6954 | 11.1% | |
| i | 3041 | 4.8% |
| h | 3006 | 4.8% |
| r | 2864 | 4.6% |
| n | 2840 | 4.5% |
| e | 2539 | 4.0% |
| S | 2445 | 3.9% |
| l | 2183 | 3.5% |
| M | 1730 | 2.7% |
| Other values (44) | 28106 |
dismissal_kind
Categorical
High correlation Missing
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 127664 |
| Missing (%) | 95.0% |
| Memory size | 1.0 MiB |
| caught | |
|---|---|
| bowled | |
| run out | |
| lbw | |
| stumped | 218 |
| Other values (4) | 208 |
Length
| Max length | 21 |
|---|---|
| Median length | 6 |
| Mean length | 6.2803724 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | caught |
|---|---|
| 2nd row | caught |
| 3rd row | caught |
| 4th row | bowled |
| 5th row | bowled |
Common Values
| Value | Count | Frequency (%) |
| caught | 3895 | 2.9% |
| bowled | 1259 | 0.9% |
| run out | 669 | 0.5% |
| lbw | 410 | 0.3% |
| stumped | 218 | 0.2% |
| caught and bowled | 193 | 0.1% |
| retired hurt | 8 | < 0.1% |
| hit wicket | 6 | < 0.1% |
| obstructing the field | 1 | < 0.1% |
| (Missing) | 127664 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| caught | 4088 | |
| bowled | 1452 | 18.8% |
| run | 669 | 8.7% |
| out | 669 | 8.7% |
| lbw | 410 | 5.3% |
| stumped | 218 | 2.8% |
| and | 193 | 2.5% |
| retired | 8 | 0.1% |
| hurt | 8 | 0.1% |
| hit | 6 | 0.1% |
| Other values (4) | 9 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 5653 | |
| t | 5006 | |
| a | 4281 | |
| h | 4103 | |
| c | 4095 | |
| g | 4089 | |
| o | 2122 | 5.1% |
| d | 1872 | 4.5% |
| w | 1868 | 4.5% |
| b | 1863 | 4.5% |
| Other values (11) | 6869 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 40750 | |
| Space Separator | 1071 | 2.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 5653 | |
| t | 5006 | |
| a | 4281 | |
| h | 4103 | |
| c | 4095 | |
| g | 4089 | |
| o | 2122 | 5.2% |
| d | 1872 | 4.6% |
| w | 1868 | 4.6% |
| b | 1863 | 4.6% |
| Other values (10) | 5798 |
Space Separator
| Value | Count | Frequency (%) |
| 1071 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 40750 | |
| Common | 1071 | 2.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 5653 | |
| t | 5006 | |
| a | 4281 | |
| h | 4103 | |
| c | 4095 | |
| g | 4089 | |
| o | 2122 | 5.2% |
| d | 1872 | 4.6% |
| w | 1868 | 4.6% |
| b | 1863 | 4.6% |
| Other values (10) | 5798 |
Common
| Value | Count | Frequency (%) |
| 1071 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 41821 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| u | 5653 | |
| t | 5006 | |
| a | 4281 | |
| h | 4103 | |
| c | 4095 | |
| g | 4089 | |
| o | 2122 | 5.1% |
| d | 1872 | 4.5% |
| w | 1868 | 4.5% |
| b | 1863 | 4.5% |
| Other values (11) | 6869 |
fielder
Text
Missing
| Distinct | 436 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 129543 |
| Missing (%) | 96.4% |
| Memory size | 1.0 MiB |
Length
| Max length | 21 |
|---|---|
| Median length | 20 |
| Mean length | 9.5361925 |
| Min length | 5 |
Unique
| Unique | 84 ? |
|---|---|
| Unique (%) | 1.8% |
Sample
| 1st row | Mandeep Singh |
|---|---|
| 2nd row | Sachin Baby |
| 3rd row | Sachin Baby |
| 4th row | DA Warner |
| 5th row | BCJ Cutting |
| Value | Count | Frequency (%) |
| m | 170 | 1.7% |
| singh | 163 | 1.7% |
| r | 154 | 1.6% |
| ms | 144 | 1.5% |
| sharma | 144 | 1.5% |
| s | 122 | 1.2% |
| karthik | 120 | 1.2% |
| patel | 119 | 1.2% |
| sk | 112 | 1.1% |
| v | 112 | 1.1% |
| Other values (560) | 8512 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 5231 | 11.5% |
| 5092 | 11.2% | |
| i | 2293 | 5.0% |
| h | 2223 | 4.9% |
| r | 2064 | 4.5% |
| n | 2021 | 4.4% |
| e | 1777 | 3.9% |
| S | 1710 | 3.8% |
| l | 1580 | 3.5% |
| M | 1258 | 2.8% |
| Other values (45) | 20334 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 26748 | |
| Uppercase Letter | 13594 | |
| Space Separator | 5092 | 11.2% |
| Open Punctuation | 69 | 0.2% |
| Close Punctuation | 69 | 0.2% |
| Dash Punctuation | 11 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 5231 | |
| i | 2293 | 8.6% |
| h | 2223 | 8.3% |
| r | 2064 | 7.7% |
| n | 2021 | 7.6% |
| e | 1777 | 6.6% |
| l | 1580 | 5.9% |
| t | 1130 | 4.2% |
| s | 1125 | 4.2% |
| o | 991 | 3.7% |
| Other values (16) | 6313 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1710 | |
| M | 1258 | 9.3% |
| A | 1150 | 8.5% |
| K | 1132 | 8.3% |
| R | 1057 | 7.8% |
| P | 1006 | 7.4% |
| D | 971 | 7.1% |
| J | 686 | 5.0% |
| B | 637 | 4.7% |
| V | 627 | 4.6% |
| Other values (15) | 3360 |
Space Separator
| Value | Count | Frequency (%) |
| 5092 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 69 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 69 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 11 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 40342 | |
| Common | 5241 | 11.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 5231 | 13.0% |
| i | 2293 | 5.7% |
| h | 2223 | 5.5% |
| r | 2064 | 5.1% |
| n | 2021 | 5.0% |
| e | 1777 | 4.4% |
| S | 1710 | 4.2% |
| l | 1580 | 3.9% |
| M | 1258 | 3.1% |
| A | 1150 | 2.9% |
| Other values (41) | 19035 |
Common
| Value | Count | Frequency (%) |
| 5092 | ||
| ( | 69 | 1.3% |
| ) | 69 | 1.3% |
| - | 11 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 45583 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 5231 | 11.5% |
| 5092 | 11.2% | |
| i | 2293 | 5.0% |
| h | 2223 | 4.9% |
| r | 2064 | 4.5% |
| n | 2021 | 4.4% |
| e | 1777 | 3.9% |
| S | 1710 | 3.8% |
| l | 1580 | 3.5% |
| M | 1258 | 2.8% |
| Other values (45) | 20334 |
Interactions
Correlations
| ball | batsman_runs | batting_team | bowling_team | bye_runs | dismissal_kind | extra_runs | inning | is_super_over | legbye_runs | match_id | noball_runs | over | penalty_runs | total_runs | wide_runs | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ball | 1.000 | 0.010 | 0.000 | 0.000 | 0.001 | 0.019 | -0.006 | 0.000 | 0.000 | -0.007 | -0.003 | 0.003 | -0.011 | 0.000 | 0.008 | -0.007 |
| batsman_runs | 0.010 | 1.000 | 0.015 | 0.013 | 0.031 | 0.376 | -0.243 | 0.008 | 0.012 | -0.146 | 0.000 | 0.004 | 0.139 | 0.000 | 0.936 | -0.193 |
| batting_team | 0.000 | 0.015 | 1.000 | 0.127 | 0.003 | 0.015 | 0.005 | 0.075 | 0.021 | 0.000 | 0.235 | 0.002 | 0.000 | 0.005 | 0.014 | 0.004 |
| bowling_team | 0.000 | 0.013 | 0.127 | 1.000 | 0.003 | 0.027 | 0.006 | 0.079 | 0.017 | 0.004 | 0.235 | 0.003 | 0.000 | 0.000 | 0.011 | 0.007 |
| bye_runs | 0.001 | 0.031 | 0.003 | 0.003 | 1.000 | 1.000 | 0.339 | 0.006 | 0.002 | 0.000 | 0.006 | 0.000 | 0.029 | 0.000 | 0.055 | 0.000 |
| dismissal_kind | 0.019 | 0.376 | 0.015 | 0.027 | 1.000 | 1.000 | 0.249 | 0.016 | 0.000 | 0.318 | 0.011 | 0.053 | 0.073 | 1.000 | 0.377 | 0.240 |
| extra_runs | -0.006 | -0.243 | 0.005 | 0.006 | 0.339 | 0.249 | 1.000 | 0.000 | 0.006 | 0.555 | -0.011 | 0.192 | -0.005 | 0.709 | 0.100 | 0.733 |
| inning | 0.000 | 0.008 | 0.075 | 0.079 | 0.006 | 0.016 | 0.000 | 1.000 | 1.000 | 0.000 | 0.008 | 0.009 | 0.054 | 0.000 | 0.011 | 0.000 |
| is_super_over | 0.000 | 0.012 | 0.021 | 0.017 | 0.002 | 0.000 | 0.006 | 1.000 | 1.000 | 0.000 | 0.014 | 0.017 | 0.070 | 0.000 | 0.017 | 0.000 |
| legbye_runs | -0.007 | -0.146 | 0.000 | 0.004 | 0.000 | 0.318 | 0.555 | 0.000 | 0.000 | 1.000 | -0.002 | 0.000 | -0.002 | 0.000 | 0.051 | -0.024 |
| match_id | -0.003 | 0.000 | 0.235 | 0.235 | 0.006 | 0.011 | -0.011 | 0.008 | 0.014 | -0.002 | 1.000 | 0.007 | 0.008 | 0.000 | -0.003 | -0.009 |
| noball_runs | 0.003 | 0.004 | 0.002 | 0.003 | 0.000 | 0.053 | 0.192 | 0.009 | 0.017 | 0.000 | 0.007 | 1.000 | 0.018 | 0.000 | 0.171 | 0.000 |
| over | -0.011 | 0.139 | 0.000 | 0.000 | 0.029 | 0.073 | -0.005 | 0.054 | 0.070 | -0.002 | 0.008 | 0.018 | 1.000 | 0.000 | 0.137 | -0.020 |
| penalty_runs | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 1.000 | 0.709 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.123 | 0.050 |
| total_runs | 0.008 | 0.936 | 0.014 | 0.011 | 0.055 | 0.377 | 0.100 | 0.011 | 0.017 | 0.051 | -0.003 | 0.171 | 0.137 | 0.123 | 1.000 | 0.061 |
| wide_runs | -0.007 | -0.193 | 0.004 | 0.007 | 0.000 | 0.240 | 0.733 | 0.000 | 0.000 | -0.024 | -0.009 | 0.000 | -0.020 | 0.050 | 0.061 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| match_id | inning | batting_team | bowling_team | over | ball | batsman | non_striker | bowler | is_super_over | wide_runs | bye_runs | legbye_runs | noball_runs | penalty_runs | batsman_runs | extra_runs | total_runs | player_dismissed | dismissal_kind | fielder | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 1 | DA Warner | S Dhawan | TS Mills | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN |
| 1 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 2 | DA Warner | S Dhawan | TS Mills | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN |
| 2 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 3 | DA Warner | S Dhawan | TS Mills | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 4.0 | NaN | NaN | NaN |
| 3 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 4 | DA Warner | S Dhawan | TS Mills | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN |
| 4 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 5 | DA Warner | S Dhawan | TS Mills | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 2.0 | NaN | NaN | NaN |
| 5 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 6 | S Dhawan | DA Warner | TS Mills | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN |
| 6 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 1 | 7 | S Dhawan | DA Warner | TS Mills | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | NaN | NaN | NaN |
| 7 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 2 | 1 | S Dhawan | DA Warner | A Choudhary | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | NaN | NaN | NaN |
| 8 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 2 | 2 | DA Warner | S Dhawan | A Choudhary | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 4.0 | NaN | NaN | NaN |
| 9 | 1 | 1 | Sunrisers Hyderabad | Royal Challengers Bangalore | 2 | 3 | DA Warner | S Dhawan | A Choudhary | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 1.0 | 1.0 | NaN | NaN | NaN |
| match_id | inning | batting_team | bowling_team | over | ball | batsman | non_striker | bowler | is_super_over | wide_runs | bye_runs | legbye_runs | noball_runs | penalty_runs | batsman_runs | extra_runs | total_runs | player_dismissed | dismissal_kind | fielder | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 134313 | 567 | 1 | Mumbai Indians | Kolkata Knight Riders | 20 | 3 | HH Pandya | KA Pollard | UT Yadav | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | NaN | NaN | NaN |
| 134314 | 567 | 1 | Mumbai Indians | Kolkata Knight Riders | 20 | 4 | KA Pollard | HH Pandya | UT Yadav | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 2.0 | NaN | NaN | NaN |
| 134315 | 567 | 1 | Mumbai Indians | Kolkata Knight Riders | 20 | 5 | KA Pollard | HH Pandya | UT Yadav | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | NaN | NaN | NaN |
| 134316 | 567 | 1 | Mumbai Indians | Kolkata Knight Riders | 20 | 6 | HH Pandya | KA Pollard | UT Yadav | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | NaN | NaN | NaN |
| 134317 | 567 | 1 | Mumbai Indians | Kolkata Knight Riders | 20 | 7 | KA Pollard | HH Pandya | UT Yadav | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | NaN | NaN | NaN |
| 134318 | 567 | 2 | Kolkata Knight Riders | Mumbai Indians | 1 | 1 | RV Uthappa | G Gambhir | SL Malinga | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 2.0 | NaN | NaN | NaN |
| 134319 | 567 | 2 | Kolkata Knight Riders | Mumbai Indians | 1 | 2 | RV Uthappa | G Gambhir | SL Malinga | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 4.0 | NaN | NaN | NaN |
| 134320 | 567 | 2 | Kolkata Knight Riders | Mumbai Indians | 1 | 3 | RV Uthappa | G Gambhir | SL Malinga | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN |
| 134321 | 567 | 2 | Kolkata Knight Riders | Mumbai Indians | 1 | 4 | RV Uthappa | G Gambhir | SL Malinga | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | NaN | NaN |
| 134322 | 567 | 2 | Kolkata Knight Riders | Mumbai Indians | 1 | 5 | RV Uthappa | G | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Duplicate rows
Most frequently occurring
| match_id | inning | batting_team | bowling_team | over | ball | batsman | non_striker | bowler | is_super_over | wide_runs | bye_runs | legbye_runs | noball_runs | penalty_runs | batsman_runs | extra_runs | total_runs | player_dismissed | dismissal_kind | fielder | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 221 | 1 | Mumbai Indians | Delhi Daredevils | 4 | 1 | SR Tendulkar | C Madan | PJ Sangwan | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | NaN | NaN | NaN | 2 |